Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files Community
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240
3
10
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model-npz/EfficientNetB1_optadam_s1000_e10_b16_lr00001_8461.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
27
10.29
100
36.3
38
31.3
EfficientNetB1_architecture_optadam_s1000_ipd240x240x3_opd10_e10_b32_lr01_1045
1,000
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240
3
10
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32
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model-npz/EfficientNetB1_optadam_s1000_e10_b32_lr001_2553.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
38
12.98
100
34.51
39
31.33
EfficientNetB1_architecture_optadam_s1000_ipd240x240x3_opd10_e10_b32_lr001_1865
1,000
240
240
3
10
adam
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32
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
38
13.23
100
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40
31.4
EfficientNetB1_architecture_optadam_s1000_ipd240x240x3_opd10_e10_b32_lr0001_1325
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240
240
3
10
adam
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
39
13.1
100
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40
31.65
EfficientNetB1_architecture_optadam_s1000_ipd240x240x3_opd10_e10_b64_lr01_2355
1,000
240
240
3
10
adam
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model-npz/EfficientNetB1_optadam_s1000_e10_b64_lr001_2591.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
47
15.18
100
34.52
40
31.61
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1,000
240
240
3
10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
46
14.97
100
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40
31.62
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1,000
240
240
3
10
adam
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
46
14.86
100
33.72
41
31.84
EfficientNetB1_architecture_optsgd_s1_ipd240x240x3_opd10_e1_b1_lr01_2805
1
240
240
3
10
sgd
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1
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28.14
28.16
model-npz/EfficientNetB1_optsgd_s1_e1_b1_lr001_1970.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.09
100
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33
29.05
EfficientNetB1_architecture_optsgd_s1_ipd240x240x3_opd10_e1_b1_lr001_2097
1
240
240
3
10
sgd
1
1
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27.88
27.91
model-npz/EfficientNetB1_optsgd_s1_e1_b1_lr0001_2732.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.14
100
4.68
28
26.89
EfficientNetB1_architecture_optsgd_s1_ipd240x240x3_opd10_e1_b1_lr0001_2046
1
240
240
3
10
sgd
1
1
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27.74
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.09
100
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27
26.06
EfficientNetB1_architecture_optsgd_s1_ipd240x240x3_opd10_e2_b1_lr01_3348
1
240
240
3
10
sgd
2
1
0.01
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14.23
14.24
28.5
model-npz/EfficientNetB1_optsgd_s1_e2_b1_lr001_2859.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.14
100
4.66
27
26.06
EfficientNetB1_architecture_optsgd_s1_ipd240x240x3_opd10_e2_b1_lr001_6973
1
240
240
3
10
sgd
2
1
0.001
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14.2
14.21
28.44
model-npz/EfficientNetB1_optsgd_s1_e2_b1_lr0001_2423.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.09
100
3.08
26
25.95
EfficientNetB1_architecture_optsgd_s1_ipd240x240x3_opd10_e2_b1_lr0001_2689
1
240
240
3
10
sgd
2
1
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2.15.1
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13.9
27.83
model-npz/EfficientNetB1_optsgd_s1_e2_b1_lr00001_1552.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.09
100
3.46
26
25.8
EfficientNetB1_architecture_optsgd_s1_ipd240x240x3_opd10_e5_b1_lr01_1327
1
240
240
3
10
sgd
5
1
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model-npz/EfficientNetB1_optsgd_s1_e5_b1_lr001_1216.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.09
100
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26
25.09
EfficientNetB1_architecture_optsgd_s1_ipd240x240x3_opd10_e5_b1_lr001_1987
1
240
240
3
10
sgd
5
1
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28.18
model-npz/EfficientNetB1_optsgd_s1_e5_b1_lr0001_2773.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.11
100
3.52
26
25.09
EfficientNetB1_architecture_optsgd_s1_ipd240x240x3_opd10_e5_b1_lr0001_3046
1
240
240
3
10
sgd
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1
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.15
100
4.92
26
25.14
EfficientNetB1_architecture_optsgd_s1_ipd240x240x3_opd10_e10_b1_lr01_1192
1
240
240
3
10
sgd
10
1
0.01
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28.58
model-npz/EfficientNetB1_optsgd_s1_e10_b1_lr001_2091.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.16
100
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26
25.12
EfficientNetB1_architecture_optsgd_s1_ipd240x240x3_opd10_e10_b1_lr001_3344
1
240
240
3
10
sgd
10
1
0.001
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model-npz/EfficientNetB1_optsgd_s1_e10_b1_lr0001_3174.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.12
100
3.67
26
25.1
EfficientNetB1_architecture_optsgd_s1_ipd240x240x3_opd10_e10_b1_lr0001_2141
1
240
240
3
10
sgd
10
1
0.0001
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29.76
model-npz/EfficientNetB1_optsgd_s1_e10_b1_lr00001_2034.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.13
100
4.7
26
25.1
EfficientNetB1_architecture_optsgd_s10_ipd240x240x3_opd10_e1_b1_lr01_1440
10
240
240
3
10
sgd
1
1
0.01
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12.2
2.82
28.19
28.22
model-npz/EfficientNetB1_optsgd_s10_e1_b1_lr001_2078.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.12
100
3.61
26
25.09
EfficientNetB1_architecture_optsgd_s10_ipd240x240x3_opd10_e1_b1_lr001_1263
10
240
240
3
10
sgd
1
1
0.001
2.15.1
12.2
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28.54
28.59
model-npz/EfficientNetB1_optsgd_s10_e1_b1_lr0001_1902.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.11
100
3.26
26
25.14
EfficientNetB1_architecture_optsgd_s10_ipd240x240x3_opd10_e1_b1_lr0001_9467
10
240
240
3
10
sgd
1
1
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12.2
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28.55
28.58
model-npz/EfficientNetB1_optsgd_s10_e1_b1_lr00001_2136.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.1
100
3.4
26
25.12
EfficientNetB1_architecture_optsgd_s10_ipd240x240x3_opd10_e1_b2_lr01_3367
10
240
240
3
10
sgd
1
2
0.01
2.15.1
12.2
5.63
28.15
28.17
model-npz/EfficientNetB1_optsgd_s10_e1_b2_lr001_1435.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.08
100
2.76
26
25.09
EfficientNetB1_architecture_optsgd_s10_ipd240x240x3_opd10_e1_b2_lr001_2702
10
240
240
3
10
sgd
1
2
0.001
2.15.1
12.2
5.58
27.92
27.95
model-npz/EfficientNetB1_optsgd_s10_e1_b2_lr0001_4181.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.11
100
3.27
26
25.09
EfficientNetB1_architecture_optsgd_s10_ipd240x240x3_opd10_e1_b2_lr0001_1518
10
240
240
3
10
sgd
1
2
0.0001
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12.2
5.69
28.48
28.52
model-npz/EfficientNetB1_optsgd_s10_e1_b2_lr00001_5855.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.11
100
3.27
26
25.09
EfficientNetB1_architecture_optsgd_s10_ipd240x240x3_opd10_e1_b4_lr01_1949
10
240
240
3
10
sgd
1
4
0.01
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29.44
29.49
model-npz/EfficientNetB1_optsgd_s10_e1_b4_lr001_3837.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.12
100
3.88
26
25.1
EfficientNetB1_architecture_optsgd_s10_ipd240x240x3_opd10_e1_b4_lr001_9683
10
240
240
3
10
sgd
1
4
0.001
2.15.1
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29.18
29.21
model-npz/EfficientNetB1_optsgd_s10_e1_b4_lr0001_2558.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.14
100
3.61
26
25.09
EfficientNetB1_architecture_optsgd_s10_ipd240x240x3_opd10_e1_b4_lr0001_3057
10
240
240
3
10
sgd
1
4
0.0001
2.15.1
12.2
9.59
28.77
28.79
model-npz/EfficientNetB1_optsgd_s10_e1_b4_lr00001_1788.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.15
100
4.59
26
25.09
EfficientNetB1_architecture_optsgd_s10_ipd240x240x3_opd10_e1_b8_lr01_1359
10
240
240
3
10
sgd
1
8
0.01
2.15.1
12.2
14.45
28.91
28.94
model-npz/EfficientNetB1_optsgd_s10_e1_b8_lr001_3179.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.15
100
3.53
26
25.09
EfficientNetB1_architecture_optsgd_s10_ipd240x240x3_opd10_e1_b8_lr001_5841
10
240
240
3
10
sgd
1
8
0.001
2.15.1
12.2
14.4
28.8
28.84
model-npz/EfficientNetB1_optsgd_s10_e1_b8_lr0001_2448.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.13
100
3.26
26
25.09
EfficientNetB1_architecture_optsgd_s10_ipd240x240x3_opd10_e1_b8_lr0001_1011
10
240
240
3
10
sgd
1
8
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12.2
14.54
29.1
29.12
model-npz/EfficientNetB1_optsgd_s10_e1_b8_lr00001_1760.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.15
100
3.87
26
25.09
EfficientNetB1_architecture_optsgd_s10_ipd240x240x3_opd10_e2_b1_lr01_2524
10
240
240
3
10
sgd
2
1
0.01
2.15.1
12.2
1.44
14.44
28.9
model-npz/EfficientNetB1_optsgd_s10_e2_b1_lr001_1623.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.16
100
4.21
26
25.12
EfficientNetB1_architecture_optsgd_s10_ipd240x240x3_opd10_e2_b1_lr001_2629
10
240
240
3
10
sgd
2
1
0.001
2.15.1
12.2
1.44
14.38
28.79
model-npz/EfficientNetB1_optsgd_s10_e2_b1_lr0001_2643.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.12
100
3.75
26
25.13
EfficientNetB1_architecture_optsgd_s10_ipd240x240x3_opd10_e2_b1_lr0001_3252
10
240
240
3
10
sgd
2
1
0.0001
2.15.1
12.2
1.42
14.25
28.54
model-npz/EfficientNetB1_optsgd_s10_e2_b1_lr00001_1866.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.1
100
3.15
26
25.12
EfficientNetB1_architecture_optsgd_s10_ipd240x240x3_opd10_e2_b2_lr01_2128
10
240
240
3
10
sgd
2
2
0.01
2.15.1
12.2
2.98
14.92
29.87
model-npz/EfficientNetB1_optsgd_s10_e2_b2_lr001_1464.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.15
100
4.07
26
25.12
EfficientNetB1_architecture_optsgd_s10_ipd240x240x3_opd10_e2_b2_lr001_2994
10
240
240
3
10
sgd
2
2
0.001
2.15.1
12.2
2.8
14.02
28.07
model-npz/EfficientNetB1_optsgd_s10_e2_b2_lr0001_1688.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.15
100
4
26
25.18
EfficientNetB1_architecture_optsgd_s10_ipd240x240x3_opd10_e2_b2_lr0001_1081
10
240
240
3
10
sgd
2
2
0.0001
2.15.1
12.2
2.83
14.16
28.34
model-npz/EfficientNetB1_optsgd_s10_e2_b2_lr00001_2631.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.14
100
3.8
26
25.15
EfficientNetB1_architecture_optsgd_s10_ipd240x240x3_opd10_e2_b4_lr01_4921
10
240
240
3
10
sgd
2
4
0.01
2.15.1
12.2
4.85
14.56
29.14
model-npz/EfficientNetB1_optsgd_s10_e2_b4_lr001_1081.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
0.16
100
3.79
26
25.1
EfficientNetB1_architecture_optsgd_s10_ipd240x240x3_opd10_e2_b4_lr001_2426
10
240
240
3
10
sgd
2
4
0.001
2.15.1
12.2
5.08
15.26
30.54
model-npz/EfficientNetB1_optsgd_s10_e2_b4_lr0001_3188.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.13
100
3.72
26
25.1
EfficientNetB1_architecture_optsgd_s10_ipd240x240x3_opd10_e2_b4_lr0001_7598
10
240
240
3
10
sgd
2
4
0.0001
2.15.1
12.2
4.8
14.41
28.85
model-npz/EfficientNetB1_optsgd_s10_e2_b4_lr00001_1736.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
0.15
100
3.69
26
25.12
EfficientNetB1_architecture_optsgd_s10_ipd240x240x3_opd10_e2_b8_lr01_2062
10
240
240
3
10
sgd
2
8
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2.15.1
12.2
7.13
14.26
28.55
model-npz/EfficientNetB1_optsgd_s10_e2_b8_lr001_2429.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
0.24
100
5.3
26
25.1
EfficientNetB1_architecture_optsgd_s10_ipd240x240x3_opd10_e2_b8_lr001_9437
10
240
240
3
10
sgd
2
8
0.001
2.15.1
12.2
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14.47
28.97
model-npz/EfficientNetB1_optsgd_s10_e2_b8_lr0001_8613.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.15
100
3.4
26
25.09
EfficientNetB1_architecture_optsgd_s10_ipd240x240x3_opd10_e2_b8_lr0001_2209
10
240
240
3
10
sgd
2
8
0.0001
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12.2
7.36
14.72
29.49
model-npz/EfficientNetB1_optsgd_s10_e2_b8_lr00001_2929.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.15
100
3.49
26
25.09
EfficientNetB1_architecture_optsgd_s10_ipd240x240x3_opd10_e5_b1_lr01_7126
10
240
240
3
10
sgd
5
1
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12.2
0.59
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29.41
model-npz/EfficientNetB1_optsgd_s10_e5_b1_lr001_8763.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.19
100
5.01
27
25.16
EfficientNetB1_architecture_optsgd_s10_ipd240x240x3_opd10_e5_b1_lr001_3138
10
240
240
3
10
sgd
5
1
0.001
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model-npz/EfficientNetB1_optsgd_s10_e5_b1_lr0001_2010.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.19
100
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27
25.19
EfficientNetB1_architecture_optsgd_s10_ipd240x240x3_opd10_e5_b1_lr0001_3275
10
240
240
3
10
sgd
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1
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29.68
model-npz/EfficientNetB1_optsgd_s10_e5_b1_lr00001_2207.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.19
100
4.75
27
25.17
EfficientNetB1_architecture_optsgd_s10_ipd240x240x3_opd10_e5_b2_lr01_3323
10
240
240
3
10
sgd
5
2
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2.15.1
12.2
1.15
5.76
28.87
model-npz/EfficientNetB1_optsgd_s10_e5_b2_lr001_3207.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.13
100
3.51
27
25.13
EfficientNetB1_architecture_optsgd_s10_ipd240x240x3_opd10_e5_b2_lr001_5623
10
240
240
3
10
sgd
5
2
0.001
2.15.1
12.2
1.14
5.7
28.51
model-npz/EfficientNetB1_optsgd_s10_e5_b2_lr0001_1502.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.18
100
4.63
27
25.15
EfficientNetB1_architecture_optsgd_s10_ipd240x240x3_opd10_e5_b2_lr0001_1919
10
240
240
3
10
sgd
5
2
0.0001
2.15.1
12.2
1.16
5.79
29
model-npz/EfficientNetB1_optsgd_s10_e5_b2_lr00001_7893.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.16
100
4.39
27
25.15
EfficientNetB1_architecture_optsgd_s10_ipd240x240x3_opd10_e5_b4_lr01_3515
10
240
240
3
10
sgd
5
4
0.01
2.15.1
12.2
1.96
5.88
29.41
model-npz/EfficientNetB1_optsgd_s10_e5_b4_lr001_3187.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
0.19
100
3.97
27
25.13
EfficientNetB1_architecture_optsgd_s10_ipd240x240x3_opd10_e5_b4_lr001_1773
10
240
240
3
10
sgd
5
4
0.001
2.15.1
12.2
2.06
6.18
30.96
model-npz/EfficientNetB1_optsgd_s10_e5_b4_lr0001_2970.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
0.23
100
5.04
27
25.16
EfficientNetB1_architecture_optsgd_s10_ipd240x240x3_opd10_e5_b4_lr0001_3341
10
240
240
3
10
sgd
5
4
0.0001
2.15.1
12.2
1.94
5.82
29.13
model-npz/EfficientNetB1_optsgd_s10_e5_b4_lr00001_3392.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.2
100
4.1
27
25.16
EfficientNetB1_architecture_optsgd_s10_ipd240x240x3_opd10_e5_b8_lr01_3239
10
240
240
3
10
sgd
5
8
0.01
2.15.1
12.2
2.9
5.8
29.04
model-npz/EfficientNetB1_optsgd_s10_e5_b8_lr001_3127.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
0.21
100
3.84
27
25.13
EfficientNetB1_architecture_optsgd_s10_ipd240x240x3_opd10_e5_b8_lr001_1193
10
240
240
3
10
sgd
5
8
0.001
2.15.1
12.2
2.93
5.87
29.39
model-npz/EfficientNetB1_optsgd_s10_e5_b8_lr0001_1346.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
0.19
100
3.54
26
25.13
EfficientNetB1_architecture_optsgd_s10_ipd240x240x3_opd10_e5_b8_lr0001_2420
10
240
240
3
10
sgd
5
8
0.0001
2.15.1
12.2
2.92
5.83
29.2
model-npz/EfficientNetB1_optsgd_s10_e5_b8_lr00001_5894.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.19
100
3.85
27
25.26
EfficientNetB1_architecture_optsgd_s10_ipd240x240x3_opd10_e10_b1_lr01_1912
10
240
240
3
10
sgd
10
1
0.01
2.15.1
12.2
0.31
3.09
30.99
model-npz/EfficientNetB1_optsgd_s10_e10_b1_lr001_2940.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.29
100
7.62
27
25.25
EfficientNetB1_architecture_optsgd_s10_ipd240x240x3_opd10_e10_b1_lr001_1266
10
240
240
3
10
sgd
10
1
0.001
2.15.1
12.2
0.31
3.14
31.43
model-npz/EfficientNetB1_optsgd_s10_e10_b1_lr0001_2465.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.26
100
6.93
27
25.6
EfficientNetB1_architecture_optsgd_s10_ipd240x240x3_opd10_e10_b1_lr0001_1921
10
240
240
3
10
sgd
10
1
0.0001
2.15.1
12.2
0.31
3.1
31.04
model-npz/EfficientNetB1_optsgd_s10_e10_b1_lr00001_1501.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.25
100
6.44
27
25.46
EfficientNetB1_architecture_optsgd_s10_ipd240x240x3_opd10_e10_b2_lr01_3403
10
240
240
3
10
sgd
10
2
0.01
2.15.1
12.2
0.6
3.01
30.11
model-npz/EfficientNetB1_optsgd_s10_e10_b2_lr001_6418.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.26
100
6.74
28
25.64
EfficientNetB1_architecture_optsgd_s10_ipd240x240x3_opd10_e10_b2_lr001_1349
10
240
240
3
10
sgd
10
2
0.001
2.15.1
12.2
0.59
2.93
29.37
model-npz/EfficientNetB1_optsgd_s10_e10_b2_lr0001_2088.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
3
0.2
100
4.83
28
25.2
EfficientNetB1_architecture_optsgd_s10_ipd240x240x3_opd10_e10_b2_lr0001_2046
10
240
240
3
10
sgd
10
2
0.0001
2.15.1
12.2
0.6
2.99
29.92
model-npz/EfficientNetB1_optsgd_s10_e10_b2_lr00001_1013.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
4
0.26
100
6.35
28
25.7
EfficientNetB1_architecture_optsgd_s10_ipd240x240x3_opd10_e10_b4_lr01_4583
10
240
240
3
10
sgd
10
4
0.01
2.15.1
12.2
1.01
3.03
30.39
model-npz/EfficientNetB1_optsgd_s10_e10_b4_lr001_2776.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
0.29
100
6.08
28
25.31
EfficientNetB1_architecture_optsgd_s10_ipd240x240x3_opd10_e10_b4_lr001_4072
10
240
240
3
10
sgd
10
4
0.001
2.15.1
12.2
1
3
30.04
model-npz/EfficientNetB1_optsgd_s10_e10_b4_lr0001_2576.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
5
0.23
100
4.62
28
25.22